Design of Experiments (DOE) Options:

• Unconstrained Designs
  • Central Composite design
  • Face Centered design
  • Box-Behnken design
  • Simplex design
  • Equiradial design
  • Random design
• Constrained Designs
  • Simplex Centroid design
  • Simplex Lattice design
  • Hybrid design
• Identify Experiments to Enhance Existing Files
  • specify number of tests
  • specify number of replicates

Modeling Options:

• Neural Network Model (default)
  • automated non-linear data fitting
  • intelligent model selection parameters, or can be manually specified
    • auto train or interactive train
    • independent or clustered models
    • multiple hidden layers
    • linear regression
    • quadratic regression
    • generalized regression
    • trigonometric regression
    • logistic regression
    • sigmoidal or linear output functions
  • functional link net
    • gaussian radial basis functions
    • auto enhancements (random vector)
    • functional enhancements
    • joint activation enhancements
• Data Clustering Analysis
• Control Over Interpolation/Extrapolation
• External Model Capability
• Model Validation Routines
  • select test data for validation
    • manual select
    • auto select
    • test data from external file
  • show absolute error
  • show percent error
• Analysis of Variance (ANOVA) Statistics
  • R2 values
  • F ratio
  • sum of squares
  • degrees of freedom

Model Exploration Options:

• Sensitivity Analysis (Monte Carlo Simulation)
• Correlation Analysis
• Best Match Analysis, on either formulation or properties
• Estimate Properties
• Statistical Analysis
  • min - max
  • mean
  • variance
  • standard deviation
• 2-D and 3-D Graphics

Optimization Options:

• Automated Multi-Objective Optimization, on Product Properties and Cost
• Desirability (Objective) Functions Using Fuzzy Logic
• Weights (Priorities) on Objectives
• Constraints on Ingredients and Process Parameters
  • mixture constraints
  • continuous or discrete values
  • Boolean Operators
    • equality / inequality
    • basic arithmetic functions
• Proprietary GESA Optimization Routine
• Flexible Tolerance Optimization Routine

Data Visualization:

• Convenient Spreadsheet Interface
• 3-D Graphics Capabilities
  • surface plots
  • bar charts
  • tape plots
  • area plots
  • scatter plots
• Multi-Dimensional Contour Plots
• Residual Plots
• 2-D Graphics Capabilities
  • polar graphs
  • residual plots
  • bubble charts
  • scatter plots
  • line graphs
  • bar charts
  • area plots
  • Gantt charts
  • high-low
  • linear and nonlinear trend lines
  • Box-Whisker charts
  • time series plots
• Cut-and-Paste Exporting
• Complete Graph Customization and Annotation Capabilities
• Full Color Control

Reporting Options:

• Task Summary Report
• Training Report
• Optimization Report
• Correlations Report

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